tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=14
objective=regression
feature_names=lag_25 lag_34 lag_33 lag_26 lag_32 lag_31 lag_30 lag_29 lag_27 sentiment_neutral lag_28 sentiment_positive sentiment_negative month day
feature_infos=[197.84999999999999:4183.5] [197.84999999999999:4183.5] [197.84999999999999:4183.5] [197.84999999999999:4183.5] [197.84999999999999:4183.5] [197.84999999999999:4183.5] [197.84999999999999:4183.5] [197.84999999999999:4183.5] [197.84999999999999:4183.5] [0:1] [197.84999999999999:4183.5] [0:1] [0:1] [1:12] [1:31]
tree_sizes=491 497 498 502 498 499 500 498 498 499 501 499 500 500 501 501 499 500 500 498 501 499 502 497 502 497 499 497 499 499 501 499 500 500 498 498 490 500 496 492 487 486 487 490 487 494 489 485 479 485 490 485 482 489 490 480 491 486 480 486 485 482 482 479 482 401 487 401 487 479 490 475 485 484 479 492 489 478 484 490 479 484 478 489 487 485 486 487 485 490 478 488 485 487 479 487 487 493 489 491 488 494 492 489 488 490 491 483 488 490 483 492 492 489 488 491 488 493 483 488 489 495 496 489 488 487 489 490 486 491 489 485 494 491 488 487 492 492 487 483 488 492 493 495 490 496 493 490 488 482 480 488 484 490 490 493 488 492 496 491 491 491 492 482 492 493 493 490 481 490 490 488 485 498 490 482 492 500 489 482 483 480 490 491 495 485 490 488 500 497 491 491 495 486 494 492 489 497 489 490 497 490 488 490 496 498 491 493 492 485 490 496 498 496 486 488 490 491 499

Tree=0
num_leaves=4
num_cat=0
split_feature=0 0 0
split_gain=2.29612e+09 3.20554e+08 1.36595e+08
threshold=3091.7500000000005 2353.2500000000005 3379.2500000000005
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=3077.5210746907842 3187.3970674894458 3145.4444367640708 3237.8900762284743
leaf_weight=672 454 2255 3308
leaf_count=672 454 2255 3308
internal_value=3187.19 3129.85 3231.8
internal_weight=0 2927 3762
internal_count=6689 2927 3762
is_linear=0
shrinkage=1

Tree=1
num_cat=0
split_feature=0 0 3
split_gain=1.92312e+09 2.38255e+08 1.99389e+08
threshold=2984.7500000000005 3379.2500000000005 2293.2500000000005
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-100.78870140792765 -4.0082905451580357 46.326874731481396 -45.426176652984346
leaf_weight=659 889 3308 1833
leaf_count=659 889 3308 1833
internal_value=0 35.665 -60.0666
internal_weight=0 4197 2492
internal_count=6689 4197 2492
shrinkage=0.0863207

Tree=2
num_cat=0
split_feature=1 3 0
split_gain=1.60755e+09 1.85061e+08 1.73244e+08
threshold=3010.5000000000005 3379.2500000000005 2353.2500000000005
leaf_value=-91.598374900534807 -3.1235140148303397 42.333079987632217 -40.508525128156705
leaf_weight=672 836 3308 1873
leaf_count=672 836 3308 1873
internal_value=0 33.1628 -53.9987
internal_weight=0 4144 2545
internal_count=6689 4144 2545

Tree=3
num_cat=0
split_feature=0 0 13
split_gain=1.34767e+09 1.82062e+08 1.31722e+08
threshold=2932.5000000000005 3518.7500000000005 8.5000000000000018
leaf_value=-40.362245169759113 -0.63138416823854715 39.774796507594708 -87.843565887420752
leaf_weight=1843 1129 3147 570
leaf_count=1843 1129 3147 570
internal_value=0 29.1063 -51.5783
internal_weight=0 4276 2413
internal_count=6689 4276 2413

Tree=4
num_cat=0
split_feature=3 0 0
split_gain=1.12769e+09 1.56398e+08 8.77404e+07
threshold=3086.2500000000005 2446.5000000000005 3719.7500000000005
leaf_value=-73.561385401414697 16.768193364682492 -28.353467458725543 43.12508081827368
leaf_weight=780 1742 2120 2047
leaf_count=780 1742 2120 2047
internal_value=0 -40.5128 31.0075
internal_weight=0 2900 3789
internal_count=6689 2900 3789

Tree=5
num_cat=0
split_feature=3 0 13
split_gain=9.55131e+08 1.29764e+08 9.3105e+07
threshold=2932.5000000000005 3606.7500000000005 8.5000000000000018
leaf_value=-33.991938428366574 3.1773917388993294 35.106617959732652 -73.910977736832763
leaf_weight=1843 1420 2856 570
leaf_count=1843 1420 2856 570
internal_value=0 24.5034 -43.4216

Tree=6
num_cat=0
split_feature=0 8 13
split_gain=8.01188e+08 1.29537e+08 6.72354e+07
threshold=2823.7500000000005 3379.2500000000005 8.5000000000000018
leaf_value=-33.231853902431929 -3.977047140216758 29.908465268488175 -67.530927205580966
leaf_weight=1684 1127 3308 570
leaf_count=1684 1127 3308 570
internal_value=0 21.2976 -41.9055
internal_weight=0 4435 2254
internal_count=6689 4435 2254

Tree=7
num_cat=0
split_gain=6.68839e+08 1.098e+08 5.61288e+07
threshold=2823.7500000000005 3637.7500000000005 8.5000000000000018
leaf_value=-30.363255642872531 2.9874950441960433 30.658745535379332 -61.701613728903169
leaf_weight=1684 1795 2640 570
leaf_count=1684 1795 2640 570
internal_value=0 19.4592 -38.2882

Tree=8
num_cat=0
split_gain=5.67019e+08 9.59906e+07 3.8459e+07
threshold=3241.2500000000005 2538.7500000000005 3800.2500000000005
leaf_value=-45.410830742988125 16.204533323773727 -14.5923760550002 34.529740723743295
leaf_weight=1200 1949 2022 1518
leaf_count=1200 1949 2022 1518
internal_value=0 -26.0704 24.2281
internal_weight=0 3222 3467
internal_count=6689 3222 3467

Tree=9
num_cat=0
split_feature=0 7 5
split_gain=4.77001e+08 7.82694e+07 4.05825e+07
threshold=2792.2500000000005 3379.2500000000005 2293.2500000000005
leaf_value=-50.593740188231664 -3.0764903576440616 23.040892416658025 -25.06743327118139
leaf_weight=659 1153 3308 1569
leaf_count=659 1153 3308 1569
internal_value=0 16.2905 -32.6176
internal_weight=0 4461 2228
internal_count=6689 4461 2228

Tree=10
num_cat=0
split_feature=3 3 13
split_gain=3.98261e+08 6.97275e+07 3.43657e+07
threshold=2792.2500000000005 3715.2500000000005 8.5000000000000018
leaf_value=-23.518277090203803 4.8212743320191169 26.457867682463934 -48.088300759430211
leaf_weight=1658 2386 2075 570
leaf_count=1658 2386 2075 570
internal_value=0 14.8854 -29.8041

Tree=11
num_cat=0
split_gain=3.38837e+08 5.88917e+07 2.59826e+07
threshold=3263.7500000000005 2642.7500000000005 3876.7500000000005
leaf_value=-29.238583355809798 14.381054544657006 -5.3778873594296996 31.394204467535907
leaf_weight=1990 2532 1258 909
leaf_count=1990 2532 1258 909
internal_value=0 -19.997 18.8754
internal_weight=0 3248 3441
internal_count=6689 3248 3441

Tree=12
num_cat=0
split_feature=0 3 3
split_gain=2.83404e+08 5.01151e+07 2.67947e+07
threshold=3148.2500000000005 2459.7500000000005 3800.2500000000005
leaf_value=-37.821923571413706 10.102305796455198 -12.694532153756441 25.184279749043807
leaf_weight=797 2081 2293 1518
leaf_count=797 2081 2293 1518
internal_value=0 -19.1756 16.4636
internal_weight=0 3090 3599
internal_count=6689 3090 3599

Tree=13
num_cat=0
split_gain=2.3865e+08 4.35522e+07 2.28344e+07
threshold=2768.7500000000005 3656.5000000000005 8.5000000000000018
leaf_value=-18.079786449206836 1.9000750942836115 19.017568217228501 -38.148576704981565
leaf_weight=1632 1991 2496 570
leaf_count=1632 1991 2496 570
internal_value=0 11.4221 -23.2747
internal_weight=0 4487 2202
internal_count=6689 4487 2202

Tree=14
num_cat=0
split_gain=2.01722e+08 3.85257e+07 1.84121e+07
threshold=3263.7500000000005 2519.7500000000005 9.5000000000000018
leaf_value=-28.693886540151237 10.593491079782559 -8.7662618864386417 24.605815672898608
leaf_weight=1086 2466 2162 975
leaf_count=1086 2466 2162 975
internal_value=0 -15.4293 14.5639

Tree=15
num_cat=0
split_feature=0 6 13
split_gain=1.71072e+08 3.26704e+07 1.53661e+07
threshold=2730.5000000000005 3795.2500000000005 8.5000000000000018
leaf_value=-15.804847897734501 4.1723943643541057 19.588044879358158 -32.378687940468033
leaf_weight=1551 3017 1551 570
leaf_count=1551 3017 1551 570
internal_value=0 9.40656 -20.2589
internal_weight=0 4568 2121
internal_count=6689 4568 2121

Tree=16
num_cat=0
split_feature=0 13 0
split_gain=1.44979e+08 2.82031e+07 1.31921e+07
threshold=3263.7500000000005 7.5000000000000009 3881.7500000000005
leaf_value=-8.1004039598448454 9.2017255402359073 -26.072612507796677 21.429932167802264
leaf_weight=2348 2556 900 885
leaf_count=2348 2556 900 885
internal_value=0 -13.0804 12.3467

Tree=17
num_cat=0
split_feature=0 3 13
split_gain=1.23041e+08 2.37744e+07 1.07814e+07
threshold=2730.5000000000005 3656.5000000000005 8.5000000000000018
leaf_value=-13.450259374831163 1.1425755907558326 13.651370235343148 -27.333130821653768
leaf_weight=1551 2072 2496 570
leaf_count=1551 2072 2496 570
internal_value=0 7.9775 -17.1812

Tree=18
num_cat=0
split_feature=8 1 0
split_gain=1.03465e+08 1.61776e+07 1.30431e+07
threshold=3010.5000000000005 3800.2500000000005 2446.5000000000005
leaf_value=-22.995048262827201 4.3126480339939244 15.506999929605504 -9.5912195384089394
leaf_weight=780 2626 1518 1765
leaf_count=780 2626 1518 1765
internal_value=0 8.41328 -13.6993

Tree=19
num_cat=0
split_gain=8.80953e+07 1.86629e+07 8.28769e+06
threshold=3379.2500000000005 2570.7500000000005 9.5000000000000018
leaf_value=-17.43226989190206 7.2218448026382287 -4.4106220128523228 16.69849643143905
leaf_weight=1399 2333 1982 975
leaf_count=1399 2333 1982 975
internal_value=0 -9.79876 10.015
internal_weight=0 3381 3308
internal_count=6689 3381 3308

Tree=20
num_cat=0
split_gain=7.39806e+07 1.46385e+07 7.30363e+06
threshold=2730.5000000000005 3735.7500000000005 7.5000000000000009
leaf_value=-9.1352479269602593 1.9799007602510048 11.863060412084423 -19.450215907072806
leaf_weight=1260 2624 1944 861
leaf_count=1260 2624 1944 861
internal_value=0 6.18587 -13.3225

Tree=21
num_cat=0
split_gain=6.31339e+07 1.33442e+07 6.63215e+06
threshold=3379.2500000000005 7.5000000000000009 3927.2500000000005
leaf_value=-5.0289504630705384 6.6127618332162195 -17.299084181853097 16.486338502672549
leaf_weight=2481 2683 900 625
leaf_count=2481 2683 900 625
internal_value=0 -8.29518 8.47824

Tree=22
num_cat=0
split_gain=5.34586e+07 1.15415e+07 4.46486e+06
threshold=2642.7500000000005 3584.2500000000005 8.5000000000000018
leaf_value=-9.2677080061240531 -0.6288921427631462 8.2606361125101326 -18.311774506834212
leaf_weight=1420 1712 2987 570
leaf_count=1420 1712 2987 570
internal_value=0 5.02189 -11.8582
internal_weight=0 4699 1990
internal_count=6689 4699 1990

Tree=23
num_cat=0
split_feature=4 5 2
split_gain=4.47746e+07 7.76406e+06 6.84343e+06
threshold=3091.7500000000005 2543.2500000000005 3876.7500000000005
leaf_value=-13.2395945087619 4.1513488190123748 -4.2296074788002285 12.751943632473413
leaf_weight=1227 2853 1700 909
leaf_count=1227 2853 1700 909
internal_value=0 -8.0066 6.22948

Tree=24
num_cat=0
split_feature=0 10 13
split_gain=3.79809e+07 8.66234e+06 3.35351e+06
threshold=2642.7500000000005 3800.2500000000005 8.5000000000000018
leaf_value=-7.7501620747267044 1.6726688129555329 9.5980017520984582 -15.588238711573796
leaf_weight=1420 3181 1518 570
leaf_count=1420 3181 1518 570
internal_value=0 4.23293 -9.99524

Tree=25
num_cat=0
split_feature=5 13 0
split_gain=3.25745e+07 7.0906e+06 4.17157e+06
leaf_value=-3.577551357015567 4.6104564461860873 -12.521814172351139 12.441092714667397
internal_value=0 -5.95846 6.08994

Tree=26
num_cat=0
split_feature=3 13 13
split_gain=2.74455e+07 6.43421e+06 2.33313e+06
threshold=2642.7500000000005 9.5000000000000018 8.5000000000000018
leaf_value=-6.6239936874446119 1.9638739535161671 9.840827841502902 -13.161758596062709
leaf_weight=1420 3724 975 570
leaf_count=1420 3724 975 570
internal_value=0 3.59827 -8.49662

Tree=27
num_cat=0
split_feature=6 6 0
split_gain=2.3702e+07 5.1135e+06 3.15152e+06
threshold=3379.2500000000005 2543.2500000000005 3967.2500000000005
leaf_value=-9.530485929623719 4.3364989597648727 -2.5489421763395024 13.465724712197858
leaf_weight=1227 2997 2154 311
leaf_count=1227 2997 2154 311
internal_value=0 -5.08262 5.19478

Tree=28
num_cat=0
split_gain=1.97957e+07 4.46782e+06 2.70754e+06
threshold=3379.2500000000005 7.5000000000000009 4010.7500000000005
leaf_value=-2.7549946883005583 4.1816036432722905 -9.8548705997703898 15.525728829421581
leaf_weight=2481 3143 900 165
leaf_count=2481 3143 900 165
internal_value=0 -4.64494 4.74744

Tree=29
num_cat=0
split_feature=0 5 13
split_gain=1.69515e+07 4.15081e+06 1.44766e+06
threshold=2642.7500000000005 3876.7500000000005 8.5000000000000018
leaf_value=-5.2024333112807586 1.5714505259749836 8.0665028907794625 -10.352269190319516
leaf_weight=1420 3790 909 570
leaf_count=1420 3790 909 570
internal_value=0 2.82789 -6.67751

Tree=30
num_cat=0
split_feature=4 10 0
split_gain=1.44023e+07 3.18738e+06 2.07684e+06
threshold=3379.2500000000005 2549.2500000000005 4010.7500000000005
leaf_value=-7.4050206947402195 3.5538254180603657 -1.9217523445070746 13.489230415370862
leaf_weight=1258 3143 2123 165
leaf_count=1258 3143 2123 165
internal_value=0 -3.96196 4.04939

Tree=31
num_cat=0
split_feature=4 13 13
split_gain=1.21362e+07 2.26941e+06 2.21667e+06
threshold=3086.2500000000005 9.5000000000000018 7.5000000000000009
leaf_value=-2.6018708372004493 1.9732042917391779 6.8056762258253087 -7.7604329394084575
leaf_weight=2000 2814 975 900
leaf_count=2000 2814 975 900
internal_value=0 3.21671 -4.2028
internal_weight=0 3789 2900
internal_count=6689 3789 2900

Tree=32
num_cat=0
split_feature=0 2 13
split_gain=1.03797e+07 2.57788e+06 1.04416e+06
threshold=2730.5000000000005 3800.2500000000005 8.5000000000000018
leaf_value=-3.829142647781171 0.8703743815717534 5.2237208305862701 -8.1495610296100356
leaf_weight=1551 3050 1518 570
leaf_count=1551 3050 1518 570
internal_value=0 2.31704 -4.99022

Tree=33
num_cat=0
split_feature=5 1 3
split_gain=8.76754e+06 1.98988e+06 1.56069e+06
threshold=3379.2500000000005 2570.7500000000005 4010.7500000000005
leaf_value=-5.5838238713989297 2.7298661308972854 -1.3318514346036403 11.342604915729769
leaf_weight=1399 3143 1982 165
leaf_count=1399 3143 1982 165
internal_value=0 -3.09124 3.15946

Tree=34
num_cat=0
split_feature=0 7 3
split_gain=7.41394e+06 2.11754e+06 1.02821e+06
threshold=2633.7500000000005 3719.7500000000005 1765.2500000000002
leaf_value=12.269806244919307 0.25494306024684849 3.9424483216004984 -4.6923909984865295
leaf_weight=27 2679 2047 1936
leaf_count=27 2679 2047 1936
internal_value=0 1.85213 -4.45909
internal_weight=0 4726 1963
internal_count=6689 4726 1963

Tree=35
num_cat=0
split_feature=0 13 3
split_gain=6.25653e+06 1.61307e+06 1.2986e+06
threshold=3379.2500000000005 7.5000000000000009 3967.2500000000005
leaf_value=-1.4757241475421232 2.1180105141623664 -5.7418064582180195 7.9781990136315768
leaf_weight=2481 2997 900 311
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internal_value=0 -2.61133 2.66895

Tree=36
num_cat=0
split_feature=0 7 10
split_gain=5.35265e+06 1.6562e+06 850552
threshold=2633.7500000000005 3881.7500000000005 979.27500000000009
leaf_value=11.426311363655989 0.79807203345602928 4.940206941232411 -4.0010269964280116
leaf_weight=27 3841 885 1936
leaf_count=27 3841 885 1936
internal_value=0 1.57374 -3.78883

Tree=37
num_cat=0
split_feature=0 1 0
split_gain=4.58305e+06 1.30086e+06 1.01749e+06
threshold=3568.7500000000005 2519.7500000000005 4034.5000000000005
leaf_value=-4.5661645086456062 2.1457521497082137 -1.0014228651912256 10.038782718235536
leaf_weight=1086 2913 2563 127
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internal_value=0 -2.06235 2.47549
internal_weight=0 3649 3040
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Tree=38
num_cat=0
split_feature=5 13 14
split_gain=3.84389e+06 1.16616e+06 814173
threshold=3010.5000000000005 6.5000000000000009 23.500000000000004
leaf_value=-3.5026954454400157 0.20333031640609026 3.1000619781842689 0.1242311482898516
leaf_weight=1940 2115 2029 605
leaf_count=1940 2115 2029 605
internal_value=0 1.62164 -2.6405

Tree=39
num_cat=0
split_feature=3 2 3
split_gain=3.31438e+06 1.09827e+06 800094
threshold=3602.7500000000005 2293.2500000000005 4034.5000000000005
leaf_value=-4.8762771608399307 1.8996104300260173 -1.001009189708302 8.9072182813020486
leaf_weight=659 2755 3148 127
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internal_value=0 -1.67183 2.20841
internal_weight=0 3807 2882
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Tree=40
num_cat=0
split_gain=2.8596e+06 1.0394e+06 761004
threshold=2628.2500000000005 3927.2500000000005 1765.2500000000002
leaf_value=11.595082030644413 0.64268813564958649 4.4200304919344822 -2.9989320238026962
leaf_weight=27 4127 625 1910
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internal_value=0 1.1395 -2.7955
internal_weight=0 4752 1937
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Tree=41
num_cat=0
split_feature=0 2 0
split_gain=2.43911e+06 812438 636422
threshold=3568.7500000000005 2293.2500000000005 4034.5000000000005
leaf_value=-4.248097514023021 1.5451423207164554 -0.8998402782314131 7.787552208848016
leaf_weight=659 2913 2990 127
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internal_value=0 -1.50453 1.80593

Tree=42
num_cat=0
split_feature=5 0 8
split_gain=2.07785e+06 770444 658526
threshold=2633.7500000000005 3927.2500000000005 1759.2500000000002
leaf_value=11.027255438686858 0.55025320772921515 3.8037281330283967 -2.5473421946556969
leaf_weight=27 4101 625 1936
leaf_count=27 4101 625 1936
internal_value=0 0.980516 -2.36063

Tree=43
num_cat=0
split_feature=1 13 7
split_gain=1.82519e+06 697515 453329
threshold=3642.2500000000005 9.5000000000000018 4019.7500000000005
leaf_value=-0.84882093942066095 1.5060938522306957 -5.5115047394972123 6.4566064812278752
leaf_weight=3825 2463 255 146
leaf_count=3825 2463 255 146
internal_value=0 -1.14024 1.78313
internal_weight=0 4080 2609
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Tree=44
num_cat=0
split_feature=3 13 10
split_gain=1.5472e+06 582622 550329
threshold=2628.2500000000005 9.5000000000000018 979.27500000000009
leaf_value=10.181325880649528 0.3525511885824793 2.7194007494665793 -2.2292656336250753
leaf_weight=27 3777 975 1910
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internal_value=0 0.838174 -2.05627

Tree=45
num_cat=0
split_feature=0 13 13
split_gain=1.33469e+06 642173 461745
threshold=3134.2500000000005 6.5000000000000009 9.5000000000000018
leaf_value=-1.007000327644809 -0.038396514274208454 2.2595240900469937 -4.8433157913988412
leaf_weight=2809 1796 1829 255
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internal_value=0 1.12102 -1.32628
internal_weight=0 3625 3064
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Tree=46
num_cat=0
split_feature=1 2 0
split_gain=1.13034e+06 516309 352521
threshold=3637.7500000000005 2293.2500000000005 4034.5000000000005
leaf_value=-3.116901826216675 1.1654309375177077 -0.47630993196261284 5.8267800507544569
leaf_weight=659 2513 3390 127
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internal_value=0 -0.906083 1.38967
internal_weight=0 4049 2640
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Tree=47
num_cat=0
split_feature=2 3 0
split_gain=975526 523638 456484
threshold=2549.2500000000005 1765.2500000000002 3803.7500000000005
leaf_value=9.7255468829373317 0.014880278798719651 -2.4267956488998288 1.7881740401857884
leaf_weight=27 3940 1231 1491
leaf_count=27 3940 1231 1491
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Tree=48
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Tree=49
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Tree=50
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Tree=51
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split_gain=563849 389582 285926
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Tree=52
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split_feature=3 1 6
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Tree=53
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Tree=54
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Tree=55
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Tree=56
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split_gain=284961 292598 199214
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Tree=57
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threshold=3695.2500000000005 1765.2500000000002 11.500000000000002
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leaf_weight=27 1932 4415 315
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Tree=58
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split_feature=2 1 1
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leaf_weight=590 5121 69 909
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Tree=59
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leaf_weight=257 4814 402 1216
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Tree=60
num_cat=0
split_feature=14 4 13
split_gain=189663 213567 50573.7
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leaf_value=3.7142097873954847 -0.40559067239328683 0.66827064780154455 0.66538444765575644
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internal_value=0 -0.0775214 2.7254
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Tree=61
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split_feature=10 0 14
split_gain=169353 173015 121626
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internal_value=0 -0.095911 1.96695
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Tree=62
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split_feature=2 1 14
split_gain=168735 260816 144819
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leaf_weight=590 340 69 5690
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Tree=63
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leaf_weight=78 6141 324 146
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internal_value=0 -1.64809 0.105381
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Tree=64
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split_gain=138992 155356 42442.5
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leaf_weight=125 5555 949 60
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Tree=65
num_leaves=3
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split_feature=3 0
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left_child=-1 -2
right_child=1 -3
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leaf_weight=27 376 6286
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Tree=66
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split_feature=11 5 4
split_gain=127570 194655 130424
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leaf_weight=1522 855 3885 427
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Tree=67
num_cat=0
split_feature=0 0
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Tree=68
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split_gain=113866 136654 35954.3
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leaf_weight=125 4429 2075 60
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Tree=69
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Tree=70
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Tree=71
num_cat=0
split_feature=2 0 3
split_gain=104462 167169 28872.3
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Tree=72
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split_gain=93962.2 117163 32121.7
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leaf_weight=25 4429 2075 160
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Tree=73
num_cat=0
split_feature=2 14 13
split_gain=92076.4 106323 95721.8
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Tree=74
num_cat=0
split_feature=6 0 12
split_gain=87726.8 137091 17025.1
threshold=1798.5000000000002 1876.7500000000002 0.83333333333333337
leaf_value=2.289622823356428 -1.8504374768559289 0.056286018268006957 5.4635910179172855
leaf_weight=34 294 6341 20
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internal_value=0 -0.0282018 3.46517
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Tree=75
num_cat=0
split_feature=11 13 10
split_gain=85683.7 124879 115222
threshold=0.2678571428571429 7.5000000000000009 2642.7500000000005
leaf_value=-0.48043086580054328 -1.4373401528990553 0.26957092367865537 0.40212859945649909
leaf_weight=1542 679 603 3865
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internal_value=0 -0.634479 0.150435
internal_weight=0 1282 5407
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Tree=76
num_cat=0
split_gain=79232.9 96330.2 28978.1
leaf_value=2.5100230934281185 -0.27749035966328195 0.43523887417255613 0.20218717737209876
internal_value=0 -0.0501052 1.76154

Tree=77
num_cat=0
split_feature=1 0 3
split_gain=80060.5 110286 29276.2
threshold=1796.2500000000002 1894.7500000000002 1809.2500000000002
leaf_value=4.8518250834599028 -1.5027549343344693 0.056981113588045779 0.68970347417176781
leaf_weight=34 357 6278 20
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internal_value=0 -0.0269414 3.3103

Tree=78
num_cat=0
split_feature=6 14 13
split_gain=73879.2 84456.9 73250.9
threshold=4034.5000000000005 26.500000000000004 1.5000000000000002
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internal_value=0 2.06211 -0.0399098
internal_weight=0 127 6562
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Tree=79
num_cat=0
split_feature=11 13 5
split_gain=70134.5 108759 90487.1
threshold=0.2678571428571429 7.5000000000000009 2633.7500000000005
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leaf_weight=1522 679 603 3885
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Tree=80
num_cat=0
split_gain=69035.5 91496.6 15659.9
threshold=1797.2500000000002 1852.2500000000002 1816.2500000000002
leaf_value=4.1362114503796494 -1.6909726991786012 0.036233228200714084 1.1545407851882639
leaf_weight=35 237 6396 21
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internal_value=0 -0.0254806 3.01808

Tree=81
num_cat=0
split_gain=66484 79361 27045.6
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internal_value=0 -0.0458975 1.61361

Tree=82
num_cat=0
split_feature=5 0 0
split_gain=61591.8 77193.9 9833.06
threshold=1797.2500000000002 1852.2500000000002 1800.2500000000002
leaf_value=3.869310299056711 -1.5567850024054595 0.032913444921583379 1.4986473405213072
leaf_weight=32 236 6399 22
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internal_value=0 -0.0236305 2.90348

Tree=83
num_cat=0
split_feature=1 13 14
split_gain=59852.2 275108 80276.3
threshold=3876.7500000000005 11.500000000000002 24.500000000000004
leaf_value=-0.26931247164734157 1.4050617394990912 -2.3399611405663512 0.51760775900046685
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internal_value=0 0.651113 -0.102398
internal_weight=0 909 5780
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Tree=84
num_cat=0
split_feature=14 14 2
split_gain=60305.7 155878 86310.7
threshold=2.5000000000000004 3.5000000000000004 2768.7500000000005
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leaf_weight=118 225 6079 267
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internal_value=0 -0.0640525 1.0488
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Tree=85
num_cat=0
split_feature=11 14 7
split_gain=57146.7 109191 74756.5
threshold=0.2678571428571429 15.500000000000002 1799.2500000000002
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leaf_weight=43 667 615 5364
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internal_value=0 -0.51816 0.122856

Tree=86
num_cat=0
split_feature=4 14 13
split_gain=51541.2 71111.8 53891.7
leaf_value=0.80295930625583634 2.7743427352676355 -1.4971449905475664 -0.10896446906844592
leaf_weight=525 106 40 6018
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Tree=87
num_cat=0
split_feature=14 14 0
split_gain=50086.7 133429 76403
threshold=2.5000000000000004 3.5000000000000004 3546.5000000000005
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leaf_weight=190 225 6079 195
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Tree=88
num_cat=0
split_feature=13 6 3
split_gain=48188.3 240659 189337
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leaf_weight=5656 184 131 718
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internal_value=0 -1.04221 0.0515056
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Tree=89
num_cat=0
split_feature=14 14 4
split_gain=48496.1 242112 140544
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leaf_weight=3929 371 685 1704
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internal_value=0 -0.155868 0.346591
internal_weight=0 4614 2075
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Tree=90
num_cat=0
split_feature=4 0 3
split_gain=47786.1 59364.9 6656.69
threshold=1797.2500000000002 1876.7500000000002 1799.7500000000002
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internal_value=0 -0.0210077 2.53391
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Tree=91
num_cat=0
split_feature=13 14 0
split_gain=47571 174394 163234
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leaf_weight=3204 1221 290 1974
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internal_value=0 -0.22013 0.240731
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Tree=92
num_cat=0
split_feature=13 10 3
split_gain=46105 208529 141360
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leaf_weight=5656 186 129 718
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Tree=93
num_cat=0
split_feature=14 14 6
split_gain=45412.6 66203.1 29884.6
threshold=1.5000000000000002 6.5000000000000009 2529.2500000000005
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leaf_weight=24 1105 5399 161
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internal_value=0 -0.0379331 1.3336

Tree=94
num_cat=0
split_gain=44342.1 45662 4672.11
threshold=1798.5000000000002 1852.2500000000002 0.83333333333333337
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leaf_weight=34 235 6400 20
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Tree=95
num_cat=0
split_feature=11 14 13
split_gain=43340 90276.2 60895.8
threshold=0.2678571428571429 15.500000000000002 11.500000000000002
leaf_value=0.17392023781817423 0.24431073807140327 -1.205613044408147 -1.1468460166039685
leaf_weight=5133 667 615 274
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Tree=96
num_cat=0
split_feature=13 5 14
split_gain=41655.9 149067 135368
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leaf_weight=63 2955 3431 240
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internal_value=0 -0.20599 0.225268

Tree=97
num_cat=0
split_gain=45745.2 314050 92458.2
threshold=20.500000000000004 18.500000000000004 2519.7500000000005
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leaf_weight=3929 416 465 1879
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internal_value=0 -0.163143 0.312353
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Tree=98
num_cat=0
split_gain=38439.9 114082 69930.4
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leaf_value=2.6199284960286344 -1.9598519239731678 0.01950810231721762 0.078093211935676768
leaf_weight=115 225 6079 270
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Tree=99
num_cat=0
split_feature=14 14 1
split_gain=37739.2 262866 103521
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leaf_weight=3929 737 465 1558
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internal_value=0 -0.148181 0.283707

Tree=100
num_cat=0
split_feature=14 0 14
split_gain=38133.1 55445.5 48288.5
threshold=30.500000000000004 3114.5000000000005 20.500000000000004
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leaf_weight=4394 50 80 2165
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internal_value=0 -1.46397 0.0290161
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Tree=101
num_cat=0
split_gain=37612.4 136624 133460
leaf_value=-0.35813127033164022 -0.49531259011991913 1.5984355555768568 0.65282823021138692
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Tree=102
num_cat=0
split_feature=13 14 13
split_gain=37041 102249 95743.2
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leaf_weight=210 1094 315 5070
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internal_value=0 0.696029 -0.0592822
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Tree=103
num_cat=0
split_feature=13 8 3
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Tree=104
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Tree=105
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Tree=106
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split_gain=32479.2 82624.1 50950.6
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Tree=107
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split_gain=31842.7 38668.5 5865.03
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Tree=108
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split_gain=30573.9 40507.9 32964.8
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Tree=109
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split_gain=30724.9 53222.1 25145.1
threshold=1.5000000000000002 6.5000000000000009 3712.2500000000005
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Tree=110
num_cat=0
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Tree=111
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split_gain=31009.1 118362 115041
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Tree=112
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split_gain=29820.8 89250.3 80499.3
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leaf_weight=50 1094 475 5070
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Tree=113
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split_gain=29236.9 80243.2 62186.8
leaf_value=-0.9199849115054245 -1.6453938962285621 0.014651012606213253 1.4595818675451546
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Tree=114
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leaf_weight=5656 185 130 718
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Tree=115
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split_feature=11 0 0
split_gain=27509.9 119280 44268.8
threshold=0.58333333333333337 2642.7500000000005 2609.7500000000005
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Tree=116
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split_gain=27123.2 32959.4 27605.5
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Tree=117
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leaf_weight=115 905 5399 270
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Tree=118
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split_gain=25260.6 39840.5 20222.4
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Tree=119
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split_feature=13 2 14
split_gain=25358.1 102942 99486.2
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leaf_weight=65 2955 3429 240
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Tree=120
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split_feature=13 6 8
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Tree=121
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Tree=122
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split_gain=21678.6 97740.2 96042.3
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leaf_weight=3204 1221 1974 290
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Tree=123
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split_gain=22910.4 33207.7 24617.7
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Tree=124
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leaf_value=-0.8473739988891037 -1.4589460585107608 0.013307151529138266 1.3009693494477148
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Tree=125
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Tree=126
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Tree=127
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Tree=128
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Tree=129
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Tree=130
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Tree=131
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Tree=132
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Tree=133
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threshold=10.500000000000002 2011.5000000000002 2293.2500000000005
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Tree=134
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leaf_value=-0.038298062587003273 0.63116856692044077 -2.4414869145977431 0.59055035199760419
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Tree=135
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Tree=136
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split_gain=18939.5 48854.9 42319.5
threshold=2.5000000000000004 6.5000000000000009 2755.2500000000005
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Tree=137
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leaf_weight=25 1094 500 5070
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Tree=138
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split_feature=13 1 0
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Tree=139
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Tree=140
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Tree=141
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leaf_value=1.932614670647115 -1.2348242503001172 0.0091367070396301629 0.00015838408358912238
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Tree=142
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leaf_value=-0.011271421224140528 -1.8298516521375408 0.17362395868033675 2.2464533071757198
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internal_weight=0 2760 3929
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Tree=143
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split_feature=13 10 14
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threshold=6.5000000000000009 3202.2500000000005 28.500000000000004
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Tree=144
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split_gain=16601.2 58199 42789.7
leaf_value=4.5304756956932248 -0.52929529272250186 0.26274253077441673 0.065959740948887957
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Tree=145
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split_gain=16647 90855 34890.1
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internal_value=0 -0.222902 0.0831936
internal_weight=0 1818 4871
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Tree=146
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split_gain=16365 39311.4 37277.5
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Tree=147
num_cat=0
split_feature=13 2 3
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leaf_weight=5656 181 134 718
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Tree=148
num_cat=0
split_gain=15457.4 58895.1 44406.7
leaf_value=-0.010484882329626855 2.9605113609902038 1.4038009164709591 -0.55426396455809068
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Tree=149
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Tree=150
num_cat=0
split_gain=14723 30078.5 3962.31
leaf_value=-0.0080708229986791516 -0.80425135778132395 1.7420280432589181 -2.3189800980557917
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Tree=151
num_cat=0
split_feature=1 0 9
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threshold=1835.2500000000002 1894.7500000000002 0.93750000000000011
leaf_value=-0.84308816463071334 -1.4174628048721853 0.024850546451822001 1.4935274710168966
leaf_weight=66 213 6275 135
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Tree=152
num_cat=0
split_gain=14479.1 234028 135445
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leaf_value=-0.10535824335890601 -4.7987973298424604 0.021269909629051897 3.8342280969724065
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Tree=153
num_cat=0
split_feature=14 7 14
split_gain=15338.3 32328.6 31927
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Tree=154
num_cat=0
split_feature=11 0 1
split_gain=14457.8 86489 21509.6
threshold=0.58333333333333337 2642.7500000000005 3291.7500000000005
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leaf_weight=2685 280 624 3100
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Tree=155
num_cat=0
split_gain=14073.9 179425 113607
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leaf_value=-0.061994635024428035 -1.6955981390529902 0.16389139409301556 1.3955594472160378
leaf_weight=3479 465 2295 450
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Tree=156
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split_gain=14167.5 33492.1 16531
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Tree=157
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Tree=158
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split_gain=13986.6 146640 98931.1
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Tree=159
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split_gain=13538.2 145186 132609
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Tree=160
num_cat=0
split_feature=14 13 9
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Tree=161
num_cat=0
split_gain=13512.4 58363.6 34742.7
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Tree=162
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Tree=163
num_cat=0
split_feature=1 4 14
split_gain=12515.3 22352.9 3539.44
leaf_value=-0.0062717778670090306 -0.72694633500132366 1.5024219977378424 -2.1585663141677038
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Tree=164
num_cat=0
split_feature=1 14 5
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Tree=165
num_cat=0
split_feature=14 13 14
split_gain=13020.9 31244.7 24061.8
threshold=2.5000000000000004 4.5000000000000009 3.5000000000000004
leaf_value=1.6788720734279003 -0.90635130517085694 -0.020163977679326733 0.0026818611998751622
leaf_weight=115 225 270 6079
leaf_count=115 225 270 6079
internal_value=0 0.48734 -0.029763

Tree=166
num_cat=0
split_gain=12712.2 121278 82090.9
leaf_value=-0.042168397664711997 -1.413186227806009 0.1155828936621677 1.1968282535774979
internal_value=0 -0.141981 0.0997376

Tree=167
num_cat=0
split_feature=14 13 1
split_gain=12401.4 29407.1 13624.3
threshold=30.500000000000004 6.5000000000000009 2549.2500000000005
leaf_value=-0.24022596282051378 -2.0368426922404628 0.56743962047697449 0.076824992892351382
leaf_weight=1247 70 60 5312
leaf_count=1247 70 60 5312
internal_value=0 -0.834866 0.0165471

Tree=168
num_cat=0
split_gain=12295.5 22536.4 7239.25
threshold=1799.2500000000002 1826.2500000000002 0.93750000000000011
leaf_value=0.46856280734419298 -1.163346649800562 0.011396467159129484 2.5026628775462392
leaf_weight=32 124 6511 22
leaf_count=32 124 6511 22
internal_value=0 -0.010558 1.29727

Tree=169
num_cat=0
split_feature=1 4 10
split_gain=11794.4 302004 205254
leaf_value=-0.037915912229865192 -5.1794292595491145 5.3714138974715597 -0.011818845472905683
leaf_weight=1988 58 80 4563
leaf_count=1988 58 80 4563
internal_value=0 0.171342 -0.0766796

Tree=170
num_cat=0
split_gain=12041.2 357818 64431.8
leaf_value=-0.35637412237906524 2.2037526338380187 -1.3751023643494797 0.25595576917720053
internal_value=0 -0.279535 0.0479846

Tree=171
num_cat=0
split_feature=1 10 9
split_gain=13027.5 49382.1 25644.8
threshold=1835.2500000000002 1887.2500000000002 0.93750000000000011
leaf_value=-0.71005698729878608 -1.3776623677733795 0.020606616876135426 1.3661645233913724
leaf_weight=66 194 6294 135
leaf_count=66 194 6294 135
internal_value=0 -0.0212035 0.68442

Tree=172
num_cat=0
split_feature=1 1 0
split_gain=13407.3 214617 99255.7
threshold=1981.5000000000002 2249.7500000000005 1936.7500000000002
leaf_value=-0.086316587320327903 -4.4508928103696128 0.022068247731663916 3.0840788175336167
leaf_weight=477 81 6044 87
leaf_count=477 81 6044 87
internal_value=0 -0.0370844 0.402734

Tree=173
num_cat=0
split_feature=13 10 0
split_gain=12113.5 71510.4 58398.6
threshold=6.5000000000000009 3202.2500000000005 3035.7500000000005
leaf_value=0.26819462447676007 -0.3477640359737395 -0.51316896413234492 0.41172265010291087
leaf_weight=1798 1221 1696 1974
leaf_count=1798 1221 1696 1974
internal_value=0 -0.111082 0.121478

Tree=174
num_cat=0
split_feature=13 14 7
split_gain=13894.9 38225.1 36448.8
threshold=10.500000000000002 17.500000000000004 3881.7500000000005
leaf_value=-0.0146485163840353 -0.97210527132192182 0.3660161362526082 0.85334867376443235
leaf_weight=5659 360 285 385
leaf_count=5659 360 285 385
internal_value=0 -0.380842 0.0406425
internal_weight=0 645 6044
internal_count=6689 645 6044

Tree=175
num_cat=0
split_gain=12972 176562 93683
leaf_value=-0.039552301116342836 -4.1711906083857828 0.015471365764675695 3.2368702932671947
internal_value=0 -0.0364774 0.396142

Tree=176
num_cat=0
split_feature=14 7 5
split_gain=12637.9 31955.9 22540.9
threshold=2.5000000000000004 3741.2500000000005 3291.7500000000005
leaf_value=0.97433742459542005 0.13593730872224274 -0.77129573579702282 -0.19054174570169402
leaf_weight=276 3113 109 3191
leaf_count=276 3113 109 3191
internal_value=0 0.480119 -0.029322

Tree=177
num_cat=0
split_feature=9 14 13
split_gain=11739.9 74528.5 28655.6
threshold=0.35416666666666669 27.500000000000004 5.5000000000000009
leaf_value=-0.0079548240152803457 -0.13774906911023996 -1.8914615507356398 0.2810021758788091
leaf_weight=1645 2456 173 2415
leaf_count=1645 2456 173 2415
internal_value=0 -0.187188 0.0698642

Tree=178
num_cat=0
split_feature=13 0 1
split_gain=11604.4 35302.5 31875.2
threshold=10.500000000000002 3824.2500000000005 3923.7500000000005
leaf_value=-0.0021077430483667434 2.7679541948019217 -0.47892035525096543 1.0383488126114633
leaf_weight=5816 26 619 228
leaf_count=5816 26 619 228
internal_value=0 -0.348039 0.0371418

Tree=179
num_cat=0
split_feature=1 6 3
split_gain=13234.6 14192.3 3335.13
threshold=4086.5000000000005 4034.5000000000005 4086.5000000000005
leaf_value=-0.0025544772238709572 -2.1113515412480828 1.1996018726834368 -0.73571152888762281
leaf_weight=6562 24 74 29
leaf_count=6562 24 74 29
internal_value=0 0.0108511 -1.35864

Tree=180
num_cat=0
split_feature=8 0 14
split_gain=11131.7 18444.7 9406.67
threshold=1799.7500000000002 1826.2500000000002 4.5000000000000009
leaf_value=0.26592171359012229 -1.0617137224760103 0.0095615635605777616 2.5545506224416132
leaf_weight=32 122 6512 23
leaf_count=32 122 6512 23
internal_value=0 -0.0101393 1.22298

Tree=181
num_cat=0
split_feature=1 5 3
split_gain=11063.1 12031.9 2784.2
leaf_value=-0.0024221347666227634 -1.92992354640463 1.1044605524567352 -0.67302973384342901
internal_value=0 0.00992104 -1.24219

Tree=182
num_cat=0
split_gain=10796.9 60680.4 18188.8
threshold=11.500000000000002 3899.7500000000005 18.500000000000004
leaf_value=0.14639625118094357 0.49788747141258571 -1.941431585403276 -0.14988239349900676
leaf_weight=3749 187 128 2625
leaf_count=3749 187 128 2625
internal_value=0 -0.493328 0.02438

Tree=183
num_cat=0
split_feature=13 5 6
split_gain=10461.7 51939.7 31539.3
threshold=1.5000000000000002 2418.2500000000005 3777.7500000000005
leaf_value=2.6949705626668465 0.071993418243682952 0.052847937812226485 -0.39987514856981565
leaf_weight=63 4812 462 1352
leaf_count=63 4812 462 1352
internal_value=0 0.369903 -0.0315053

Tree=184
num_cat=0
split_gain=10970.7 68591.4 55383.3
threshold=6.5000000000000009 28.500000000000004 3095.7500000000005
leaf_value=-0.22077660486020462 -0.31079955361343709 1.1655513295147553 0.4185167678232678
leaf_weight=3204 1327 290 1868
leaf_count=3204 1327 290 1868
internal_value=0 -0.105712 0.115605

Tree=185
num_cat=0
split_feature=14 2 6
split_gain=11164 28177 11729.7
threshold=30.500000000000004 3334.5000000000005 3777.7500000000005
leaf_value=0.081730176094263959 -1.9870199528220263 0.55948648396716227 -0.18610690049920198
leaf_weight=4942 69 61 1617
leaf_count=4942 69 61 1617
internal_value=0 -0.792121 0.0156999

Tree=186
num_cat=0
split_gain=10794 28517.1 22559.8
threshold=2.5000000000000004 3546.5000000000005 6.5000000000000009
leaf_value=-0.30891004168982078 -0.42594611859444453 1.1770393440464357 0.039757638187424248
leaf_weight=190 905 195 5399
leaf_count=190 905 195 5399
internal_value=0 0.443714 -0.0270986

Tree=187
num_cat=0
split_feature=2 5 5
split_gain=10671.3 272353 192069
leaf_value=-0.035740190210958499 -5.1908623692230815 5.1011869306857367 -0.012423232081408102
internal_value=0 0.16298 -0.0729373

Tree=188
num_cat=0
split_gain=9984.89 62643.9 26049.9
leaf_value=-0.0083080803436577592 -0.13351829112038058 -1.7351209187475092 0.2657406402636574
internal_value=0 -0.172631 0.0644309

Tree=189
num_cat=0
split_feature=13 5 0
split_gain=11297.2 102317 82309.3
threshold=4.5000000000000009 3291.7500000000005 3546.5000000000005
leaf_value=-0.38764544404623796 0.31909600547494682 -0.5116844539538663 0.65436597683435871
leaf_weight=1081 2298 2127 1183
leaf_count=1081 2298 2127 1183
internal_value=0 -0.0802419 0.156833
internal_weight=0 4425 2264
internal_count=6689 4425 2264

Tree=190
num_cat=0
split_feature=13 2 0
split_gain=10027.8 60254 55406.4
threshold=6.5000000000000009 2418.2500000000005 3095.7500000000005
leaf_value=2.5025281324459114 -0.31596782149481606 -0.15042097291006765 0.41350026951549224
leaf_weight=65 1327 3429 1868
leaf_count=65 1327 3429 1868
internal_value=0 -0.101067 0.110526

Tree=191
num_cat=0
split_feature=1 14 8
split_gain=10857.4 260995 159924
threshold=2679.7500000000005 23.500000000000004 2743.7500000000005
leaf_value=-0.34629280004301627 -3.899480175932216 2.0058301718717586 -0.0061685272743269345
leaf_weight=1619 80 449 4541
leaf_count=1619 80 449 4541
internal_value=0 0.164395 -0.0735706

Tree=192
num_cat=0
split_gain=10802.5 99087.1 66702.7
leaf_value=0.0053189822518841315 -1.2799192745529553 0.10192859782928126 1.5523103330044352
internal_value=0 -0.130883 0.091941

Tree=193
num_cat=0
split_feature=5 5 5
split_gain=10335.7 291983 285379
threshold=3291.7500000000005 3379.2500000000005 3263.7500000000005
leaf_value=0.0042300679088787896 -5.3261584166467548 0.01710999292717991 6.2745686039433322
leaf_weight=3248 78 3308 55
leaf_count=3248 78 3308 55
internal_value=0 -0.105978 0.108641
internal_weight=0 3386 3303
internal_count=6689 3386 3303

Tree=194
num_cat=0
split_feature=1 14 14
split_gain=9765.51 170563 48514.3
threshold=2519.7500000000005 16.500000000000004 16.500000000000004
leaf_value=0.90428668128351786 -0.19366926895406572 -1.2623846737792008 0.31520472706074676
leaf_weight=514 2965 572 2638
leaf_count=514 2965 572 2638
internal_value=0 -0.236907 0.0459184
internal_weight=0 1086 5603
internal_count=6689 1086 5603

Tree=195
num_cat=0
split_feature=2 14 10
split_gain=10308.7 231451 145344
threshold=2679.7500000000005 24.500000000000004 2730.5000000000005
leaf_value=-0.26399193273943033 -4.4036150576048678 2.1262086951159924 -0.017585944700157043
leaf_weight=1701 57 367 4564
leaf_count=1701 57 367 4564
internal_value=0 0.160188 -0.0716876

Tree=196
num_cat=0
split_gain=12788.6 279724 44915.5
leaf_value=-0.28815821353814502 1.9075594794037483 -1.2567441078236119 0.22309203322159249
internal_value=0 -0.28808 0.0494514

Tree=197
num_cat=0
split_gain=11207.9 81419.2 52511.4
leaf_value=-0.019845170152402294 -1.1748872064585927 0.07772073002767528 0.97109961749252294
internal_value=0 -0.133316 0.0936507

Tree=198
num_cat=0
split_feature=14 1 13
split_gain=11227.2 233517 40427
threshold=26.500000000000004 2868.7500000000005 3.5000000000000004
leaf_value=-0.36463114866246626 1.7361886838915057 -1.1549699927200618 0.17472568214023157
leaf_weight=1359 300 680 4350
leaf_count=1359 300 680 4350
internal_value=0 -0.269921 0.0463344

Tree=199
num_cat=0
split_gain=11643.9 168740 43931
threshold=2519.7500000000005 27.500000000000004 11.500000000000002
leaf_value=0.068658999507598822 -0.27630738057571175 -3.7954757286598624 0.2291048822679547
leaf_weight=994 1984 92 3619
leaf_count=994 1984 92 3619
internal_value=0 -0.258689 0.0501404

Tree=200
num_cat=0
split_feature=13 6 0
split_gain=11309 90105.6 75284.3
leaf_value=-0.36381028058383841 0.29446738013139367 -0.48516279000071644 0.63274228937921995
internal_value=0 -0.0802837 0.156915

Tree=201
num_cat=0
split_feature=14 7 1
split_gain=10788 27979.4 15620
threshold=2.5000000000000004 3741.2500000000005 2538.7500000000005
leaf_value=0.90603805700224804 -0.31768524640404666 -0.72737742582006282 0.036442996167674324
leaf_weight=276 1131 109 5173
leaf_count=276 1131 109 5173
internal_value=0 0.443591 -0.0270911

Tree=202
num_cat=0
split_gain=9861.36 39165.3 22805.1
leaf_value=-0.71953596963798561 -1.2264647144062006 0.018786876309280401 1.2383623400541668
internal_value=0 -0.0184478 0.59547

Tree=203
num_cat=0
split_feature=4 10 7
split_gain=9813.44 216372 139425
leaf_value=-0.023122270476821229 -4.3901411741393037 4.5016264055328978 -0.017905119564066287
leaf_weight=1986 55 82 4566
leaf_count=1986 55 82 4566
internal_value=0 0.156292 -0.0699443

Tree=204
num_cat=0
split_gain=10022.3 59424 51524.2
threshold=6.5000000000000009 3202.2500000000005 3095.7500000000005
leaf_value=0.24470270807908062 -0.30078531617761839 -0.46757565499867931 0.40266324968320072
leaf_weight=1798 1327 1696 1868
leaf_count=1798 1327 1696 1868
internal_value=0 -0.10104 0.110495

Tree=205
num_cat=0
split_feature=13 13 0
split_gain=10868.1 83996.5 70436.9
threshold=4.5000000000000009 5.5000000000000009 3546.5000000000005
leaf_value=-0.34985590113289355 -1.0017520675971054 0.074530083730561414 0.61407976383834861
leaf_weight=1081 630 3795 1183
leaf_count=1081 630 3795 1183
internal_value=0 -0.0787033 0.153826

Tree=206
num_cat=0
split_feature=1 1 2
split_gain=11135.4 191834 125594
threshold=2679.7500000000005 2642.7500000000005 2755.2500000000005
leaf_value=0.0018890148623014313 -2.997449101113645 4.3658354459481066 -0.0052209227567806766
leaf_weight=1990 107 78 4514
leaf_count=1990 107 78 4514
internal_value=0 0.166487 -0.0745064

Tree=207
num_cat=0
split_feature=6 0 14
split_gain=10628.1 52317.6 50491.5
threshold=3777.7500000000005 3750.7500000000005 15.500000000000002
leaf_value=0.0082842637147280303 -0.64758776313756394 1.4912363486154356 0.30464055598408923
leaf_weight=4843 862 184 800
leaf_count=4843 862 184 800
internal_value=0 0.0625638 -0.189235
internal_weight=0 5027 1662
internal_count=6689 5027 1662

Tree=208
num_cat=0
split_gain=11027.4 76035 43513.6
threshold=18.500000000000004 2418.2500000000005 17.500000000000004
leaf_value=0.022930154182989011 -1.502513887201619 0.017566698678553663 1.2724085393804783
leaf_weight=3709 272 2488 220
leaf_count=3709 272 2488 220
internal_value=0 -0.132238 0.0928933

Tree=209
num_cat=0
split_feature=4 1 0
split_gain=11743.2 198311 76471.1
threshold=2011.5000000000002 2249.7500000000005 1936.7500000000002
leaf_value=-0.068444963706239731 -4.7056026120293719 0.016598306573985994 2.6106752728606311
leaf_weight=483 67 6044 95
leaf_count=483 67 6044 95
internal_value=0 -0.0351751 0.371895
internal_weight=0 6111 578
internal_count=6689 6111 578

Tree=210
num_cat=0
split_feature=2 14 2
split_gain=11160.2 177349 105039
threshold=2679.7500000000005 23.500000000000004 2755.2500000000005
leaf_value=-0.25310297925969438 -2.74766200558068 1.688942838086025 -0.011226781406468137
leaf_weight=1621 107 447 4514
leaf_count=1621 107 447 4514
internal_value=0 0.166672 -0.0745894

Tree=211
num_cat=0
split_gain=11267.3 69840.2 40577.6
threshold=18.500000000000004 20.500000000000004 2.5000000000000004
leaf_value=0.7416039086282783 -1.098337499947857 0.061786413885162775 -0.024912547635277421
leaf_weight=609 465 2295 3320
leaf_count=609 465 2295 3320
internal_value=0 -0.133669 0.0938985

Tree=212
num_cat=0
split_gain=10753.6 58238.9 46548.9
threshold=6.5000000000000009 3202.2500000000005 16.500000000000004
leaf_value=0.23761651599421027 -0.19258751654368561 -0.4675235762229995 0.4680203071202973
leaf_weight=1798 1710 1696 1485
leaf_count=1798 1710 1696 1485
internal_value=0 -0.104661 0.114456

Tree=213
num_cat=0
split_feature=14 2 13
split_gain=11629.2 67139.7 36552.3
threshold=18.500000000000004 2418.2500000000005 11.500000000000002
leaf_value=0.15308569486298493 -1.4234284694858044 0.0049709306200689096 -1.1061856432935442
leaf_weight=3749 272 2488 180
leaf_count=3749 272 2488 180
internal_value=0 -0.135799 0.0953945

Tree=214
num_cat=0
split_feature=7 10 0
split_gain=11544.5 179391 65861.8
threshold=2011.5000000000002 2210.7500000000005 1936.7500000000002
leaf_value=-0.039919572460159834 -4.9424975142546677 0.0096943052652349159 2.446419159488133
leaf_weight=483 55 6056 95
leaf_count=483 55 6056 95
internal_value=0 -0.0348762 0.368735

Tree=215
num_cat=0
split_feature=1 14 10
split_gain=11338.2 64630.5 35793.5
threshold=1840.2500000000002 23.500000000000004 1887.2500000000002
leaf_value=0.13535399250706714 -1.2684156878792487 5.1611674942820409 0.011983258631833331
leaf_weight=207 167 21 6294
leaf_count=207 167 21 6294
internal_value=0 0.598258 -0.0211117
internal_weight=0 228 6461
internal_count=6689 228 6461

Tree=216
num_cat=0
split_feature=13 6 14
split_gain=10934 50932.4 45642.3
threshold=6.5000000000000009 2418.2500000000005 25.500000000000004
leaf_value=2.3465103997495431 0.26255079943218984 -0.14983225548228815 -0.60802177989404671
leaf_weight=62 2655 3432 540
leaf_count=62 2655 3432 540
internal_value=0 -0.105535 0.115412

Tree=217
num_cat=0
split_feature=14 3 6
split_gain=10588.9 24404.5 17095.6
threshold=2.5000000000000004 3735.7500000000005 3291.7500000000005
leaf_value=0.89915446635072083 0.11708042415760493 -0.58803271133426471 -0.16724242107331225
leaf_weight=266 3113 119 3191
leaf_count=266 3113 119 3191
internal_value=0 0.439478 -0.02684

Tree=218
num_cat=0
split_gain=9378.82 47769.5 45966.6
threshold=6.5000000000000009 16.500000000000004 28.500000000000004
leaf_value=-0.19193715491758837 -0.20415350584184944 0.46505994897838521 0.94294868157708744
leaf_weight=3204 1710 1485 290
leaf_count=3204 1710 1485 290
internal_value=0 0.106889 -0.0977423

end of trees

feature_importances:
day=163
lag_25=114
month=114
lag_34=57
lag_26=42
lag_33=33
lag_31=28
lag_28=21
lag_30=18
lag_32=17
lag_29=13
sentiment_positive=13
lag_27=11
sentiment_neutral=9
sentiment_negative=2

parameters:
[boosting: gbdt]
[objective: regression]
[metric: l2]
[tree_learner: serial]
[device_type: cpu]
[linear_tree: 0]
[data: ]
[valid: ]
[num_iterations: 219]
[learning_rate: 0.0863207]
[num_leaves: 4]
[num_threads: -1]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 2]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 400]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 17869]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: -1]
[saved_feature_importance_type: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 175]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[objective_seed: 16083]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[]